Notebook Skill VS SysAid

Notebook Skill's answer

I hold a Ph.D., but I am a complete beginner when it comes to software development. The advent of the AI era sparked my curiosity about the entrepreneurial model of OPC, so I started building AI applications in 2024. It wasn't until 2026 that I had the idea to develop a commercial product — “Notebook Skill” (Zhī Yá). The development took half a year, during which I devoted all my time and energy every single day to building this product. Throughout the process, I used the latest models from Claude Code, progressing from the Sonnet series to the current Opus. The cost spent solely on these models far exceeded my expectations, and I faced much doubt and criticism along the way. Yet I persisted until the product was finally launched.

I am very confident in the originality of this product. Compared to similar AI research tools on the market, I believe it has clear advantages. I have been refining and expanding its features with the mindset of crafting a work of art. At this stage, it is still an MVP, and there are many more features to be developed in the future. I sincerely hope it will be loved and shared by more users. Having been at a low point in my life since 2019, I hope that by building a great product, I can find my way out of confusion and embrace the AI era with greater conviction and confidence.

Notebook Skill is of its philosophy of "让知识自然生长" ("let knowledge grow naturally"). It is designed to be more than a simple storage place for documents. The idea is that every piece of material, conversation, and idea you feed into the system will be deposited, associated, and fermented, gradually building into a personal knowledge base that becomes more intelligent and useful the more you use it. It aims to transform your notes from static text into a dynamic, conversational, and proactive partner for research and creation.

SysAid's answer:

SysAid was founded in 2002 by Israel Lifshitz. Lifshitz was an IT professional who saw the need for better IT service management solutions while working in the field. He wanted to create a platform that would streamline IT operations, automate tasks, and improve the overall efficiency of IT service delivery.

Starting as an in-house project to manage IT services within a small company, SysAid evolved into a comprehensive ITSM (IT Service Management) solution that could cater to the needs of various organizations. The company's vision was to offer a robust, user-friendly, and affordable ITSM solution that could adapt to the evolving needs of businesses across different industries.

SysAid gained recognition for its focus on providing a holistic ITSM platform that combined ticketing, asset management, automation, reporting, and other essential IT functions into a single, easy-to-use system. Over the years, they continued to innovate, adding features and enhancements to meet the changing demands of the IT industry and the growing complexity of IT environments.

The company's commitment to customer satisfaction, continuous improvement, and staying at the forefront of IT service management technology has been a driving force behind SysAid's growth and success.

Notebook Skill's answer

The primary audience is knowledge workers who need to manage large amounts of information and produce complex content. The manual identifies several key user types:

Researchers/Graduate Students: For uploading many PDFs, generating literature reviews, and creating comparison matrices.

Product Managers/Analysts: For collecting and analyzing market reports, competitor data, and establishing "problem boards" to track research questions.

Creative Writers: For capturing and developing ideas in an "incubation zone" and generating drafts from outlines.

Lifelong Learners: For organizing a personal knowledge base and receiving weekly "cognitive briefs" to track learning trends.

Team/Project Knowledge Administrators: For maintaining a shared knowledge base, running health checks, and tracking new papers in their field.

SysAid's answer:

SysAid's primary audience encompasses IT professionals, IT service managers, and teams responsible for managing IT services and support within organizations. Their platform is designed to cater to a wide spectrum of businesses, including small and medium-sized enterprises (SMEs) as well as larger corporations across diverse industries.

Notebook Skill's answer

Based on the manual's comparison, a person should choose Notebook Skill over traditional note-taking software and generic RAG (Retrieval-Augmented Generation) tools because it offers a more comprehensive and reliable solution:

Versus Traditional Note Software: It moves beyond static organization (folders, tags). It makes notes "alive" by allowing you to dialogue with them, perform inference, and automatically find associations. It supports many-to-many relationships, allowing a single note to belong to multiple notebooks or projects.

Versus Generic RAG Tools: It addresses the problem of AI hallucination head-on with its mandatory citation verification and "zero-hit abstention" (it says when it doesn't know). Its hybrid retrieval method (with an optional reranker) provides more stable and reliable search results. It also acts proactively, sending you notifications and insights, unlike a typical RAG tool which only responds to prompts.

SysAid's answer:

SysAid stands out among its competitors for several reasons:

1. Comprehensive ITSM Solution: SysAid offers a holistic ITSM platform that includes a wide range of features such as ticketing, asset management, automation, reporting, and integrations, all in one solution. This comprehensive approach simplifies IT operations by providing a centralized system for managing diverse IT functions.

2. User-Friendly Interface: The platform is designed with a user-friendly interface, making it accessible and easy to navigate for both IT professionals and end-users. Intuitive design and workflows enhance efficiency and productivity.

3. Customization and Flexibility: SysAid allows customization to fit the specific needs of different industries and organizations. Flexible configurations, workflows, and automation options enable users to tailor the system to their unique requirements.

4. Automation and Efficiency: Automation features such as ticket routing, self-service portals, and workflow automation streamline processes, reducing manual efforts and improving response times.

5. Robust Reporting and Analytics: SysAid offers robust reporting and analytics tools that provide insights into IT performance, service levels, and areas for improvement, aiding informed decision-making and strategy development.

6. Scalability and Adaptability: Whether for small businesses or large enterprises, SysAid's solutions are scalable and adaptable, accommodating organizational growth and changes in IT needs.

7. Proactive Approach: With features like predictive analysis and proactive problem-solving, SysAid helps prevent potential issues before they escalate, minimizing downtime and disruptions.

8. Customer Support and Community: SysAid is known for its responsive customer support and active user community, providing assistance, resources, and best practices to optimize users' experiences.

Ultimately, the choice of SysAid over competitors depends on specific business needs, but its comprehensive features, user-friendly interface, customization options, and focus on efficiency and support make it a compelling option in the ITSM market.

Notebook Skill's answer

Notebook Skill is unique because it is not just a note-taking app or a simple chatbot. It is an AI-native knowledge management and creation tool that acts as an intelligent workspace capable of deeply understanding your documents, proactively discovering connections, and executing complex tasks using standardized workflows. Its uniqueness lies in its combination of features:

Proactive Intelligence: It actively analyzes your knowledge base in the background to find contradictions, suggest unexpected connections, and generate weekly "cognitive briefs."

Hybrid Retrieval with Citation Verification: It uses a three-way hybrid search (vector, keyword, and unit memory) and includes a mandatory citation verification system to prevent AI hallucinations, providing clickable citations that link directly to the original source material.

Incremental Querying: You can ask questions about a large document (like a PDF) as soon as its first chapter is processed, without waiting for the entire file to be indexed.

Advanced Long-Term Memory: It builds a detailed, editable user profile that it uses to personalize responses and is a core part of its functionality ("越用越懂你" / the more you use it, the better it understands you).

SysAid's answer:

SysAid stands out in the realm of IT Service Management due to its holistic approach, consolidating various functionalities like ticketing, asset management, automation, and reporting into a singular, comprehensive platform. What sets SysAid apart is its user-centric design, focusing on intuitive interfaces and workflows that cater to both IT professionals and end-users, fostering ease of use and high adoption rates.

One of its unique strengths lies in its flexibility and customization options. SysAid allows extensive customization to accommodate the distinct needs of different industries and organizations. This adaptability extends to its scalability, making it suitable for businesses of varying sizes, from small ventures to large enterprises.

A standout feature is SysAid's emphasis on automation, streamlining repetitive tasks and workflows, thereby enhancing overall productivity. Moreover, SysAid incorporates predictive analytics, empowering IT teams to anticipate and address potential issues before they escalate, ensuring smoother operations and reduced downtime.

What further distinguishes SysAid is its commitment to continuous improvement. The platform undergoes regular updates and advancements, integrating cutting-edge technologies and features to align with evolving ITSM trends and user requirements.

Lastly, SysAid fosters a strong community of users and provides robust customer support. Active forums, resources, and a responsive support team ensure users have access to guidance, best practices, and assistance when needed. This comprehensive blend of features, adaptability, automation, and user support sets SysAid apart as a leading ITSM solution.

Notebook Skill's answer

Academic researchers and graduate students – who need to manage dozens of PDFs, generate literature reviews, and compare conflicting viewpoints.

Product managers and business analysts – who collect competitor documents, market reports, and use "problem boards" to track research questions.

Creative writers and authors – who capture inspiration, develop ideas in the incubation zone, and generate drafts.

Lifelong learners – who organize personal knowledge bases and track their learning trends via weekly cognitive briefs.

Team and project knowledge administrators – who maintain shared knowledge bases, run health checks, and monitor new papers in their field.

In addition, the "Zotero migration" feature and "BYOK" (Bring Your Own Key) support suggest that institutions with large existing literature libraries (e.g., university labs, research institutes) and enterprises with strict data privacy needs (e.g., legal, financial, or government sectors) are also key customer segments, although they are not named explicitly.

In short: the manual does not give any real-world customer names, but the target audience clearly includes academics, analysts, writers, and team-based knowledge workers – who together represent the product's core and likely largest customer base.

SysAid's answer:

SysAid boasts a diverse clientele spanning various industries and sizes, including both SMBs (Small and Medium-sized Businesses) and prominent enterprises. Among its notable customers are global organizations such as Adobe, IKEA, Coca-Cola, North York General, and many more!

Notebook Skill's answer

Based on the "Settings" and "Core Mechanism" sections, the primary technologies and technical architectures used include:

Backend & AI Models:

It uses a "managed" (system-hosted) mode for AI models or allows "BYOK" (Bring Your Own Key) where users can connect their own OpenAI-compatible API gateway and keys.

It integrates with specific models: deepseek-v3.2 (economy), gemini-2.5-pro (quality), gemini-3.1-pro (report), and gemini-2.5-pro (reasoning). It also has three "roles" (fast, quality, report) for different tasks.

Search & Retrieval:

Vector Retrieval: Uses a 512-dimension embedding model for semantic search.

Hybrid Search: Uses a three-way parallel recall combining vector, full-text keyword, and unit memory search, merged with an RRF (Reciprocal Rank Fusion) algorithm.

Re-ranking: Supports an optional Reranker model for better quality (but is disabled by default due to speed/cost).

Data Processing & Storage:

Uses PyMuPDF for PDF text extraction and TOC-based chunking for document processing.

Employs SHA256 or DOI for duplicate content detection.

Uses OpenAlex and CrossRef/arXiv APIs for bibliographic metadata completion.

External Integrations & Migration:

Utilizes the Zotero RDF standard for importing/exporting entire libraries.

Supports citation file formats like RIS, EndNote (.enw), and RefWorks for batch importing.

Video Processing:

Integrates with Bilibili (bilibili.com/b23.tv) for video transcripts using a cloud-based ASR (Automatic Speech Recognition) service.

Infrastructure & Frontend:

It is a Web application requiring a modern browser (Chromium-based recommended).

Real-time connections are used for conversation, with progress updates. The system uses a single-process scheduler for background tasks to avoid duplicate triggers.

SysAid's answer:

SysAid's ITSM platform is constructed using a blend of diverse technologies to create a robust and comprehensive system:

In the realm of programming languages, Java, JavaScript, and HTML/CSS likely play pivotal roles. Java might handle backend operations, while JavaScript and HTML/CSS contribute to front-end user interface development.

For data storage and management, SysAid may employ relational database management systems like MySQL or PostgreSQL to handle structured data, including user details, ticket records, asset information, and configurations.

Frameworks and libraries such as Spring Framework (for Java-based applications) and frontend technologies like React.js, AngularJS, or Vue.js could enhance functionalities and user experience.

Automation tools, potentially scripting languages like Python or automation platforms, might drive SysAid's automation features, supporting workflow automation and rule-based actions.

To enable smooth integrations with external systems, SysAid would leverage APIs, possibly RESTful APIs, for efficient communication and data exchange.

Cloud infrastructure, like Amazon Web Services (AWS) or Microsoft Azure, might be utilized for hosting and scalability, ensuring a reliable and scalable environment for users.

Security measures, encompassing encryption protocols, access controls, and authentication mechanisms, are vital components within the platform to ensure data security and compliance.

Analytics and reporting tools could be integrated into SysAid, allowing for data analysis and generating reports on IT performance, leveraging business intelligence solutions or specialized analytics platforms.

This amalgamation of technologies forms the foundation of SysAid's ITSM platform, although the specific technology stack and tools may vary, adapting to updates, advancements, and the evolving needs of the software.